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Five-round loop with an online exam; SQL is sometimes assessed verbally and data modeling (star vs snowflake) features heavily.
Cloud / platform
AWS/Azure + own infra; Spark, warehouse
Reported difficulty
Not reported
Composite: online exam → 2 technical (verbal SQL, data modeling star vs snowflake, project/data-architecture) → managerial → HR.
Answered questions on what ServiceNow actually asks — each with the short answer, the answer that gets you rejected, and the follow-up.
Then build one and have it reviewed: design a daily orders pipeline or model a marketplace. No account.